Prediction of hepatic inflammation in chronic hepatitis B patients with a random forest-backward feature elimination algorithm

doi:10.3748/wjg.v27.i21.2910

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369

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125

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Jun 7, 2021 (publication date) through Nov 2, 2024

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World Journal of Gastroenterology

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1007-9327

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Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA

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World J Gastroenterol. Jun 7, 2021; 27(21): 2910-2920
Published online Jun 7, 2021. doi: 10.3748/wjg.v27.i21.2910

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Figure 3 istogram of the votes in the feature counter. BMI: Body mass index; HBsAg: Hepatitis B surface antigen; ALT: Alanine aminotransferase; AST: Aspartate aminotransferase; TC: Total cholesterol; TBil: Total bilirubin; DBil: Direct bilirubin; PT: Prothrombin time; Cr: Creatinine; BUN: Blood urea nitrogen; qAnti-HBc: Quantitative hepatitis B core antibody; IL: Interleukin, IFN: Interferon; TNF: Tumor necrosis factor; TGF: Transforming growth factor.

Citation: Zhou JY, Song LW, Yuan R, Lu XP, Wang GQ. Prediction of hepatic inflammation in chronic hepatitis B patients with a random forest-backward feature elimination algorithm. World J Gastroenterol 2021; 27(21): 2910-2920
URL: https://www.wjgnet.com/1007-9327/full/v27/i21/2910.htm
DOI: https://dx.doi.org/10.3748/wjg.v27.i21.2910